| Number of Variables | 13 |
|---|---|
| Number of Rows | 71503 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 4.7 MB |
| Average Row Size in Memory | 69.2 B |
| Variable Types |
|
| f is skewed | Skewed |
|---|---|
| m is skewed | Skewed |
| d has a high cardinality: 51 distinct values | High Cardinality |
| score has a high cardinality: 101 distinct values | High Cardinality |
| a has constant length 1 | Constant Length |
| o has constant length 1 | Constant Length |
| fraude has constant length 1 | Constant Length |
| week_of_year has constant length 2 | Constant Length |
| f has 8963 (12.54%) zeros | Zeros |
| h has 5644 (7.89%) zeros | Zeros |
| m has 7021 (9.82%) zeros | Zeros |
|---|
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 643931 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 4 |
|---|---|
| 2nd row | 4 |
| 3rd row | 4 |
| 4th row | 4 |
| 5th row | 4 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 71503 |
numerical
| Approximate Distinct Count | 4829 |
|---|---|
| Approximate Unique (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1144048 |
| Mean | 0.7431 |
| Minimum | 0.4863 |
| Maximum | 0.9985 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.4863 |
|---|---|
| 5-th Percentile | 0.5581 |
| Q1 | 0.6974 |
| Median | 0.7587 |
| Q3 | 0.8039 |
| 95-th Percentile | 0.8668 |
| Maximum | 0.9985 |
| Range | 0.5122 |
| IQR | 0.1065 |
| Mean | 0.7431 |
|---|---|
| Standard Deviation | 0.091 |
| Variance | 0.008281 |
| Sum | 53137.046 |
| Skewness | -0.6295 |
| Kurtosis | 0.2345 |
| Coefficient of Variation | 0.1225 |
categorical
| Approximate Distinct Count | 51 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 648732 |
| Mean | 3.5752 |
|---|---|
| Standard Deviation | 0.4943 |
| Median | 4 |
| Minimum | 3 |
| Maximum | 4 |
| 1st row | 50.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 24.0 |
| 4th row | 2.0 |
| 5th row | 50.0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 184136 |
numerical
| Approximate Distinct Count | 84 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1144048 |
| Mean | 14.621 |
| Minimum | -5 |
| Maximum | 78 |
| Zeros | 8963 |
| Zeros (%) | 12.5% |
| Negatives | 654 |
| Negatives (%) | 0.9% |
| Minimum | -5 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 2 |
| Median | 7 |
| Q3 | 21 |
| 95-th Percentile | 57 |
| Maximum | 78 |
| Range | 83 |
| IQR | 19 |
| Mean | 14.621 |
|---|---|
| Standard Deviation | 17.9863 |
| Variance | 323.508 |
| Sum | 1.0454e+06 |
| Skewness | 1.5882 |
| Kurtosis | 1.8246 |
| Coefficient of Variation | 1.2302 |
numerical
| Approximate Distinct Count | 49 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1144048 |
| Mean | 12.9432 |
| Minimum | 0 |
| Maximum | 48 |
| Zeros | 5644 |
| Zeros (%) | 7.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 3 |
| Median | 9 |
| Q3 | 20 |
| 95-th Percentile | 39 |
| Maximum | 48 |
| Range | 48 |
| IQR | 17 |
| Mean | 12.9432 |
|---|---|
| Standard Deviation | 12.122 |
| Variance | 146.9419 |
| Sum | 925481 |
| Skewness | 1.0917 |
| Kurtosis | 0.4115 |
| Coefficient of Variation | 0.9365 |
numerical
| Approximate Distinct Count | 6234 |
|---|---|
| Approximate Unique (%) | 8.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1144048 |
| Mean | 2149.3379 |
| Minimum | 0 |
| Maximum | 6390 |
| Zeros | 158 |
| Zeros (%) | 0.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 267 |
| Q1 | 962 |
| Median | 1817 |
| Q3 | 3098 |
| 95-th Percentile | 5076.9 |
| Maximum | 6390 |
| Range | 6390 |
| IQR | 2136 |
| Mean | 2149.3379 |
|---|---|
| Standard Deviation | 1481.5708 |
| Variance | 2.1951e+06 |
| Sum | 1.5368e+08 |
| Skewness | 0.7266 |
| Kurtosis | -0.2924 |
| Coefficient of Variation | 0.6893 |
numerical
| Approximate Distinct Count | 1041 |
|---|---|
| Approximate Unique (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1144048 |
| Mean | 277.5472 |
| Minimum | 0 |
| Maximum | 1040 |
| Zeros | 7021 |
| Zeros (%) | 9.8% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 52 |
| Median | 202 |
| Q3 | 438 |
| 95-th Percentile | 828 |
| Maximum | 1040 |
| Range | 1040 |
| IQR | 386 |
| Mean | 277.5472 |
|---|---|
| Standard Deviation | 264.5493 |
| Variance | 69986.3333 |
| Sum | 1.9845e+07 |
| Skewness | 0.9408 |
| Kurtosis | -0.02185 |
| Coefficient of Variation | 0.9532 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 4719198 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 2 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 71503 |
numerical
| Approximate Distinct Count | 7134 |
|---|---|
| Approximate Unique (%) | 10.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1144048 |
| Mean | 22.6704 |
| Minimum | 0.02 |
| Maximum | 79.51 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.02 |
|---|---|
| 5-th Percentile | 4.51 |
| Q1 | 9.25 |
| Median | 17.5 |
| Q3 | 31.49 |
| 95-th Percentile | 58.919 |
| Maximum | 79.51 |
| Range | 79.49 |
| IQR | 22.24 |
| Mean | 22.6704 |
|---|---|
| Standard Deviation | 17.0823 |
| Variance | 291.804 |
| Sum | 1.621e+06 |
| Skewness | 1.1499 |
| Kurtosis | 0.775 |
| Coefficient of Variation | 0.7535 |
categorical
| Approximate Distinct Count | 101 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 653645 |
| Mean | 1.8813 |
|---|---|
| Standard Deviation | 0.342 |
| Median | 2 |
| Minimum | 1 |
| Maximum | 3 |
| 1st row | 100 |
|---|---|
| 2nd row | 25 |
| 3rd row | 23 |
| 4th row | 71 |
| 5th row | 20 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 134522 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 4719198 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 71503 |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 643951 |
| Mean | 6.0538 |
|---|---|
| Standard Deviation | 1.1795 |
| Median | 6 |
| Minimum | 5 |
| Maximum | 8 |
| 1st row | Manana |
|---|---|
| 2nd row | Tarde |
| 3rd row | Manana |
| 4th row | Tarde |
| 5th row | MedioDia |
| Count | 432862 |
|---|---|
| Lowercase Letter | 344105 |
| Space Separator | 0 |
| Uppercase Letter | 88757 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 8 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 4790701 |
| Mean | 2 |
|---|---|
| Standard Deviation | 0 |
| Median | 2 |
| Minimum | 2 |
| Maximum | 2 |
| 1st row | 12 |
|---|---|
| 2nd row | 11 |
| 3rd row | 11 |
| 4th row | 13 |
| 5th row | 14 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 143006 |